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Following up on the comments, take this toy corpus and let's compute the probability of drawing the sentence 'I like cheese': s I like cheese /s s You like cheese /s s I like milk /s s You like milk /s s I hate cheese /s s I hate milk /s s You hate cheese /s s You hate milk /s ( P(I | s) = 0.5 * P(like | I) = 0.5 * P(cheese | like) = 0.5 * P(/s | cheese) = ...

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